spurious correlation

Causal Confusion and Reward Misidentification in Preference-Based Reward Learning ICLR 2023 Causal Effect Regularization: Automated Detection and Removal of Spurious Correlations NeurIPS 2023 Causal Intervention and Counterfactual Reasoning for Multi-modal Fake News Detection ACL 2023 Contextual Reliability: When Different Features Matter in Different Contexts ICML 2023 Controlling Learned Effects to Reduce Spurious Correlations in Text Classifiers ACL 2023 Counterfactual Debiasing for Fact Verification ACL 2023 Data Augmentations for Improved (Large) Language Model Generalization NeurIPS 2023 Debias NLU Datasets via Training-free Perturbations EMNLP 2023 DeSIQ: Towards an Unbiased, Challenging Benchmark for Social Intelligence Understanding EMNLP 2023 Discover and Cure: Concept-aware Mitigation of Spurious Correlation ICML 2023 Distilling Model Failures as Directions in Latent Space ICLR 2023 Does Invariant Graph Learning via Environment Augmentation Learn Invariance? NeurIPS 2023 Explanation-based Finetuning Makes Models More Robust to Spurious Cues ACL 2023 Exploring and Utilizing Pattern Imbalance CVPR 2023 FACTS: First Amplify Correlations and Then Slice to Discover Bias ICCV 2023 Freeze then Train: Towards Provable Representation Learning under Spurious Correlations and Feature Noise AISTATS 2023 Group Robust Classification Without Any Group Information NeurIPS 2023 HiBug: On Human-Interpretable Model Debug NeurIPS 2023 How to Construct Perfect and Worse-than-Coin-Flip Spoofing Countermeasures: A Word of Warning on Shortcut Learning Interspeech 2023 Interventional Rationalization EMNLP 2023 Large Language Models Can be Lazy Learners: Analyze Shortcuts in In-Context Learning ACL 2023 Last Layer Re-Training is Sufficient for Robustness to Spurious Correlations ICLR 2023 Less Learn Shortcut: Analyzing and Mitigating Learning of Spurious Feature-Label Correlation IJCAI 2023 LEXPLAIN: Improving Model Explanations via Lexicon Supervision ACL 2023 Make the U in UDA Matter: Invariant Consistency Learning for Unsupervised Domain Adaptation NeurIPS 2023